AINeutralarXiv – CS AI · 9h ago5/10
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Adapting Diffusion Language Models for Lossless Pixel-Level Image Transmission
Researchers propose DDM-SSCC, a discrete diffusion model framework that improves lossless image transmission over noisy channels by combining pixel-level restoration with arithmetic coding. The approach outperforms existing lossless and semantic communication baselines on standard datasets, offering practical improvements for exact-recovery image transmission scenarios.